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Shuai Huang is an associate professor at the department of industrial & systems engineering at the university of Washington. He conducts interdisciplinary research in machine learning, data analytics, and applied operations research with applications on healthcare, manufacturing, and transportation areas.
Houtao Deng is a data science researcher and practitioner. He developed several new decision tree methods such as inTrees. He has built data-driven products for forecasting, scheduling, pricing, recommendation, fraud detection, and image recognition.
1. INTRODUCTION. 2. ABSTRACTION. 3. RECOGNITION. 4. RESONANCE. 5. LEARNING (I). 6. DIAGNOSIS. 7. LEARNING (II). 8. SCALABILITY. 9. PRAGMATISM. 10. SYNTHESIS.
| Erscheinungsjahr: | 2021 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Seiten: | 257 |
| Inhalt: | Einband - fest (Hardcover) |
| ISBN-13: | 9780367609504 |
| ISBN-10: | 0367609509 |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Autor: |
Deng, Houtao
Huang, Shuai |
| Hersteller: | Taylor & Francis Ltd |
| Maße: | 260 x 286 x 20 mm |
| Von/Mit: | Houtao Deng (u. a.) |
| Erscheinungsdatum: | 20.04.2021 |
| Gewicht: | 0,922 kg |
Shuai Huang is an associate professor at the department of industrial & systems engineering at the university of Washington. He conducts interdisciplinary research in machine learning, data analytics, and applied operations research with applications on healthcare, manufacturing, and transportation areas.
Houtao Deng is a data science researcher and practitioner. He developed several new decision tree methods such as inTrees. He has built data-driven products for forecasting, scheduling, pricing, recommendation, fraud detection, and image recognition.
1. INTRODUCTION. 2. ABSTRACTION. 3. RECOGNITION. 4. RESONANCE. 5. LEARNING (I). 6. DIAGNOSIS. 7. LEARNING (II). 8. SCALABILITY. 9. PRAGMATISM. 10. SYNTHESIS.
| Erscheinungsjahr: | 2021 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Seiten: | 257 |
| Inhalt: | Einband - fest (Hardcover) |
| ISBN-13: | 9780367609504 |
| ISBN-10: | 0367609509 |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Autor: |
Deng, Houtao
Huang, Shuai |
| Hersteller: | Taylor & Francis Ltd |
| Maße: | 260 x 286 x 20 mm |
| Von/Mit: | Houtao Deng (u. a.) |
| Erscheinungsdatum: | 20.04.2021 |
| Gewicht: | 0,922 kg |
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